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README.md

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-title: README
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+# Overworld
+
+## The Local World Modeling Company
+
+**Simulate Anything on Anything** - Open science world models that run on consumer hardware. From mobile phones to gaming PCs, experience state-of-the-art AI models at blazing speeds.
+
+[Join Our Discord](https://discord.gg/dX4HW9Pt7Z) | [Visit Our Website](https://wayfarerlabs.ai/) | [Try OWL Eval](https://eval.wayfarerlabs.ai)
+
+## Our Mission
+
+We're making world models accessible to everyone. Through open science and community collaboration, we're building AI models that run locally on your hardware - no cloud required. Our models achieve hundreds of FPS on RTX 5090s and 60 FPS on NVIDIA Jetson for robotics applications.
+
+## Key Technologies
+
+### 🚀 Real-time World Generation
+- **60 FPS** on the latest consumer hardware
+- No cloud computing needed. Run our best models on your current PC or laptop
+
+### ⚡ Model Distillation
+- Production-ready optimization techniques
+
+### 🧪 Human Evaluation Platform
+- [OWL Eval](https://eval.wayfarerlabs.ai) - An open-source evaluation platform for AI-generated videos
+- Reveals critical model failures that automated metrics miss
+- Understand human perception of AI content
+
+## Major Research Projects
+
+### 3D Consistency
+Depth map integration and point cloud conditioning for spatially coherent world generation.
+
+### Long-term Spatiotemporal
+Solving temporal flickering through frame-pair training and optical flow conditioning.
+
+### Novel Architectures
+Diffusion transformers for decoding, hierarchical VAE-GANs, and self-forcing for KV cache optimization.
+
+### Embedded Devices
+Models intended to run anywhere from Steam Deck to iPhone (soon), achieving real-time performance without cloud infrastructure.
+
+## Active Bounties
+
+We offer paid bounties for contributions to our open-source projects. Check our [GitHub Bounty Board](https://github.com/orgs/Wayfarer-Labs/projects/3) for current opportunities.
+
+### How to Contribute
+
+1. Browse active bounties on our [bounty board](https://github.com/orgs/Wayfarer-Labs/projects/3)
+2. Join our [Discord](https://discord.gg/dX4HW9Pt7Z) (1000+ members) or our model-specific [Discord](https://discord.gg/jT93EuasMA) (*Ask for a role!)
+3. Contact @louis or @spencer on Discord to discuss or claim a bounty
+4. Submit your PR and get paid upon merge
+
+## Open Source Projects
+
+- **World Models** - State-of-the-art models for real-time generation
+- **OWL Eval** - Human evaluation platform for AI-generated content
+- **Diffusion Decoders** - Optimized decoders with depth pruning
+- **Training Pipelines** - Open frameworks for model training
+
+## Recent Publications
+
+- [Why Human Evaluation is the Missing Piece in World Model Development](https://wayfarerlabs.ai/blog/why-human-evaluation-is-the-missing-piece-in-world-model-development)
+- [Optimizing Diffusion Decoders with Depth Pruning](https://wayfarerlabs.ai/blog/diffdec-ode-regression)
+- [Generation vs. Reconstruction: Striking A Balance](https://wayfarerlabs.ai/blog/gen-vs-rec)
+- [Fast Audio Video World Models](https://wayfarerlabs.ai/blog/fast-audio-video-world-models-part-2)
+- [Training Diffusable Autoencoders](https://wayfarerlabs.ai/blog/training-diffusable-autoencoders)
+
+## Connect With Us
+
+- 🎮 [Discord](https://discord.gg/dX4HW9Pt7Z) (1000+ researchers/developers) / model-specific & consumer facing [Discord](https://discord.gg/jT93EuasMA) (*Ask for a role!)
+- 💻 [GitHub Organization](https://github.com/Wayfarer-Labs)
+- 🌐 [Website](https://wayfarerlabs.ai/)
+- 🧪 [Evaluation Platform](https://eval.wayfarerlabs.ai)
+- 🐦 [Twitter/X](https://x.com/wayfarerlabs)
+
+## Who Should Get Involved?
+
+- **Researchers** - Collaborate on cutting-edge world model research
+- **Developers** - Build applications with our models or contribute code
+- **Roboticists** - Deploy models on embedded systems for real-time inference
+- **Investors** - Learn about investment opportunities in open science AI
+- **Partners** - Explore collaboration and integration possibilities
+
+## License
+
+This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
+
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-Edit this `README.md` markdown file to author your organization card.
+*Built by the Overworld team in Providence, Rhode Island*